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Title

MEASURING THE OVERALL EFFICIENCY OF UNITS WITH ASAPTABLE FACTORS VIA DATA ENVELOPMENT ANALYSIS

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Abstract

 IN CONVENTIONAL DATA ENVELOPMENT ANALYSIS (DEA) MODELS, THE ROLE OF EACH VARIABLE (I.E. INPUT/OUTPUT) IS CERTAIN. NEVERTHELESS, IN REAL WORLD, THERE ARE SITUATIONS THAT A MEASURE CAN PLAY BOTH INPUT AND OUTPUT ROLES. IN THIS PAPER, THESE MEASURES ARE DEFINED AS ADAPTABLE MEASURES. AT FIRST, THE EFFICIENCIES OF DECISION MAKING UNITS (DMUS) FROM TWO VIEWPOINTS, OPTIMISTIC AND PESSIMISTIC, ARE EVALUATED WHERE ADAPTABLE VARIABLES PRESENT. THEN, THE EFFICIENCIES ARE INTEGRATED BY USING THE GEOMETRIC AVERAGE. A NUMERICAL EXAMPLE IS USED TO ILLUSTRATE THE APPROACH.

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